Nuansa Informatika
Vol. 20 No. 1 (2026): Nuansa Informatika 20.1 Januari 2026

Analysis of Location Determination Using Wireless Signals at Low Range Using Third Order Polynomial Regression

Sutiyo (Telkom University)
Yogi Yudo (PT Telkom, Indonesia)



Article Info

Publish Date
20 Jan 2026

Abstract

At short range, Location Determination Using Wireless Signals is considered a quite challenging problem. This paper discusses Location Determination Using Wireless Signals at short range with a Polynomial approach. The combination of retained independent effect of each component measure from Polynomial Regression and positioning in wireless fingerprinting produces a Polynomial that can provide good results for Location Determination Using Wireless Signals at short range. The measurement was conducted at Samas Beach Road, Yogyakarta, within a 0–100-meter range divided into 11 measurement points spaced every 10 meters. Validation results indicated that the third-order polynomial regression achieved a determination coefficient (R²) of 0.9982, confirming its high accuracy in representing the measured signal strength variations at short range

Copyrights © 2026






Journal Info

Abbrev

ilkom

Publisher

Subject

Computer Science & IT

Description

NUANSA INFORMATIKA adalah jurnal peer-review tentang Informasi dan Teknologi yang mencakup semua cabang IT dan sub-disiplin termasuk Algoritma, desain sistem, jaringan, game, IoT, rekayasa Perangkat Lunak, aplikasi Seluler, dan ...